Techniques are disclosed for data valuation using language-neutral content addressing techniques in an information processing system. For example, a method comprises the following steps. The method obtains original content in an original language. The method generates a language-neutral representation of the original content. The method then generates an object comprising the language-neutral representation of the original content and at least one valuation algorithm, wherein the at least one valuation algorithm is configured to perform content valuation. The method generates a cryptographic hash value of the object, and stores the object for access using the cryptographic hash value.
Legal claims defining the scope of protection. Each claim is shown in both the original legal language and a plain English translation.
1. A method comprising: obtaining original content in an original language; generating a language-neutral representation of the original content; generating a first object comprising the language-neutral representation of the original content and at least one valuation algorithm, wherein the at least one valuation algorithm is configured to perform content valuation; generating a cryptographic hash value of the first object; translating the language-neutral representation of the original content into translated content in a translated language; modifying the translated content; generating a second object comprising the modified translated content; generating a cryptographic hash value of the second object of the modified translated content; linking the second object to the first object; and storing the first object and the second object for access using the respective cryptographic hash values; wherein the steps are performed by at least one processing device comprising a processor and a memory, the at least one processing device being operatively connected to a geographically-distributed processing platform.
This invention relates to a system for processing and valuing multilingual content in a secure, distributed manner. The method addresses challenges in preserving the integrity and value of content across languages while ensuring traceability and verification. The process begins by obtaining original content in its native language and converting it into a language-neutral representation, such as a structured or abstract form that removes linguistic dependencies. This representation is then combined with one or more valuation algorithms designed to assess the content's value, forming a first digital object. A cryptographic hash of this object is generated to create a unique identifier. The language-neutral representation is subsequently translated into a target language, and the translated content may be modified (e.g., edited, summarized, or adapted). The modified translated content is then encapsulated in a second digital object, which is also hashed. The second object is linked to the first, establishing a verifiable relationship between the original and modified versions. Both objects are stored in a distributed processing platform, allowing access via their respective hash values. The system ensures content integrity, facilitates valuation, and enables secure tracking of modifications across languages. The entire process is executed by a processing device connected to a geographically-distributed platform, ensuring scalability and resilience.
2. The method of claim 1 , further comprising: linking the translated content to the first object using the cryptographic hash value of the first object.
This invention relates to a system for securely linking translated content to digital objects using cryptographic hashing. The problem addressed is ensuring the integrity and traceability of translated content in digital environments, where translations may be altered or disconnected from their original source. The method involves generating a cryptographic hash value of a first digital object, such as a document, image, or multimedia file. The hash value serves as a unique fingerprint of the object, ensuring its authenticity. A translation of the object's content is then created, and this translated content is linked to the original object using the cryptographic hash value. This linkage ensures that the translation remains associated with the correct source object, preventing unauthorized modifications or misattributions. The system may also include generating a second cryptographic hash value of the translated content, further verifying its integrity. The translated content and its hash values can be stored in a distributed ledger or blockchain to provide an immutable record of the translation and its association with the original object. This approach enhances security, traceability, and trust in digital content translation workflows.
3. The method of claim 2 , further comprising performing content valuation on the translated content using the at least one valuation algorithm in the first object.
This invention relates to content translation and valuation systems, addressing the challenge of accurately translating content while also assessing its quality or value. The method involves translating content from a source language to a target language using a translation algorithm stored in a first object, such as a software module or database. The translated content is then evaluated using at least one valuation algorithm, also stored in the first object, to determine its quality, relevance, or other metrics. The valuation process may include analyzing linguistic accuracy, coherence, cultural appropriateness, or other factors to assign a score or rating to the translated content. This allows for automated assessment of translation quality, enabling improvements in machine translation systems or ensuring that translated content meets specific standards before distribution. The method may also involve storing the translated content and its valuation results for future reference or further processing. The valuation algorithm may be customizable or adaptable to different types of content, such as technical documents, marketing materials, or legal texts, ensuring that the evaluation aligns with the intended use of the translated content. This approach enhances the reliability and usability of translated content in various applications.
4. The method of claim 3 , further comprising generating a transaction representing execution of the content valuation on the translated content.
This invention relates to content valuation and transaction generation in a digital system. The problem addressed is the need to accurately assess the value of digital content and create a verifiable record of that valuation. The method involves translating digital content into a standardized format that enables valuation, such as converting text, images, or multimedia into a machine-readable representation. This translation process ensures that the content can be analyzed consistently and objectively. Once translated, the content undergoes a valuation process, which may involve analyzing factors like relevance, quality, or market demand to determine its worth. The invention further includes generating a transaction representing the execution of this valuation. This transaction serves as a record of the valuation event, ensuring transparency and traceability. The transaction may be stored on a blockchain or other immutable ledger to prevent tampering and provide a verifiable history of the valuation. This approach is particularly useful in digital marketplaces, content licensing, or automated content pricing systems where accurate and trustworthy valuation is critical. The method ensures that content valuation is both objective and auditable, addressing challenges in digital content monetization.
5. The method of claim 4 , further comprising storing the transaction on a distributed ledger.
A system and method for secure transaction processing involves recording transactions on a distributed ledger to enhance transparency and immutability. The method includes generating a transaction request, validating the request against predefined criteria, and executing the transaction if validated. The transaction data is then stored on a distributed ledger, such as a blockchain, to ensure tamper-proof recording and decentralized verification. This approach addresses security and trust issues in transaction systems by leveraging the inherent properties of distributed ledgers, including resistance to unauthorized modifications and transparent auditability. The method may also include additional steps such as encrypting transaction data before storage to further enhance security. By integrating distributed ledger technology, the system provides a robust framework for recording and verifying transactions across multiple parties without relying on a central authority. This solution is particularly useful in applications requiring high levels of security, such as financial transactions, supply chain tracking, and digital identity management. The distributed ledger ensures that all participants have access to the same verified transaction records, reducing disputes and increasing efficiency in transaction processing.
6. The method of claim 1 , further comprising performing content valuation on the modified translated content using the at least one valuation algorithm.
This invention relates to content translation systems that incorporate content valuation to assess the quality or relevance of translated material. The problem addressed is the need to evaluate translated content beyond basic linguistic accuracy, ensuring it meets specific criteria such as cultural appropriateness, commercial value, or compliance with regulatory standards. The system first translates source content into a target language using automated or machine translation tools. The translated content is then modified to improve accuracy, readability, or other quality metrics. This modification may involve human review, automated editing, or adaptive learning adjustments based on feedback. After modification, the system performs content valuation using at least one valuation algorithm. These algorithms assess the translated content against predefined criteria, such as marketability, legal compliance, or audience engagement. The valuation results may be used to refine the translation process, prioritize content for further editing, or determine the suitability of the content for specific applications. The valuation step ensures that the final translated content not only meets linguistic standards but also aligns with broader objectives, such as business goals or regulatory requirements. This approach enhances the practical utility of translated content in various industries, including marketing, legal, and technical documentation.
7. The method of claim 6 , further comprising generating a transaction representing execution of the content valuation on the modified translated content.
This invention relates to content valuation and translation in a distributed ledger or blockchain environment. The problem addressed is ensuring accurate valuation and secure tracking of content translations, particularly when modifications are made to the translated content. The method involves translating original content into a target language, generating a content valuation for the translated content, and then modifying the translated content. After modification, the system generates a transaction representing the execution of the content valuation on the modified translated content. This transaction is recorded on a distributed ledger, providing a tamper-proof record of the valuation and any subsequent modifications. The method ensures transparency and traceability in content valuation processes, which is critical for applications like digital rights management, licensing, and content monetization. The distributed ledger aspect ensures that all parties involved can verify the integrity and accuracy of the valuation and modifications, reducing disputes and enhancing trust in the system. The invention is particularly useful in environments where content is frequently translated and modified, such as in global publishing, media, and legal documentation.
8. The method of claim 7 , further comprising storing the transaction on a distributed ledger.
A system and method for secure transaction processing involves capturing transaction data from a user device, such as a mobile phone or computer, and validating the transaction using cryptographic techniques. The transaction data includes details like sender, recipient, and transaction amount, which are encrypted to ensure security. The method further includes storing the validated transaction on a distributed ledger, such as a blockchain, to create an immutable record. The distributed ledger ensures transparency and tamper-proof storage, preventing unauthorized modifications. This approach enhances security and trust in transaction processing by combining cryptographic validation with decentralized storage. The system may also include additional steps like verifying user identity, checking transaction limits, and generating confirmation notifications. The distributed ledger provides a shared, verifiable record accessible to authorized parties, reducing the risk of fraud and disputes. This method is particularly useful in financial transactions, supply chain tracking, and other applications requiring secure and transparent record-keeping.
9. The method of claim 1 , wherein the at least one valuation algorithm comprises one or more value indicators attributable to the original content.
This invention relates to content valuation systems, specifically methods for determining the value of original digital content. The problem addressed is the lack of objective, algorithmic methods to assess the intrinsic value of original content, such as text, images, or multimedia, in digital environments. Existing systems often rely on subjective metrics or indirect indicators like engagement, which may not accurately reflect the true value of the content itself. The invention provides a method for valuing original content by applying at least one valuation algorithm that incorporates one or more value indicators directly attributable to the content. These indicators may include factors such as uniqueness, creativity, relevance, or quality, which are derived from analyzing the content's intrinsic properties rather than external engagement metrics. The valuation algorithm processes these indicators to generate a quantitative or qualitative assessment of the content's value. This approach ensures that the valuation is based on the content's inherent characteristics, providing a more objective and reliable measure of its worth. The method may also involve comparing the original content against a reference dataset or benchmark to further refine the valuation. Additionally, the system may adapt the valuation algorithm over time based on feedback or evolving standards, ensuring that the assessment remains accurate and relevant. This invention is particularly useful in digital platforms where content valuation is critical for licensing, monetization, or quality control purposes.
10. The method of claim 9 , wherein the one or more value indicators are respectively weighted by one or more weights.
A system and method for processing data involves analyzing one or more value indicators associated with a dataset. These indicators are used to determine a relevance score for the dataset, which helps in ranking or filtering the data based on its significance. The method includes calculating the relevance score by applying a mathematical function to the value indicators, where each indicator may be adjusted by a corresponding weight. The weights allow for prioritizing certain indicators over others, enabling customization of the relevance scoring process. The system may also include a user interface for displaying the ranked datasets and allowing user interaction, such as selecting or filtering datasets based on their relevance scores. The method can be applied in various domains, such as search engines, recommendation systems, or data analysis tools, where determining the importance of datasets is crucial for improving efficiency and user experience. The use of weighted indicators ensures flexibility in adapting the scoring mechanism to different use cases and requirements.
11. The method of claim 10 , wherein the one or more weights are originally set for the original content and modifiable for the translated content.
This invention relates to a method for adjusting weights in a machine learning model used for content translation. The problem addressed is the need to adapt pre-trained models to new content while preserving the original model's performance. The method involves modifying weights that were originally set for the original content to better suit the translated content. The weights are adjusted based on differences between the original and translated content, ensuring the model remains effective for both. The method may include analyzing the content to determine which weights require modification and applying adjustments to improve translation accuracy. The original content may include text, images, or other data types, and the translated content may involve different languages, formats, or contexts. The goal is to maintain the integrity of the original model while enhancing its performance for the translated content. This approach is particularly useful in applications where models must handle diverse content types without extensive retraining. The method ensures efficient adaptation while minimizing computational overhead.
12. The method of claim 1 , wherein storing the first object and the second object comprises storing the first object and the second object in an Interplanetary File System utilizing a distributed hash table with a block exchange and namespace methodology that operates across disparate devices and unreliable networks.
This invention relates to a method for storing data objects in a decentralized file system designed for interplanetary communication. The system addresses challenges in data storage and retrieval across unreliable networks and disparate devices, such as those encountered in space-based or long-distance communication environments. The method involves storing at least two data objects in an Interplanetary File System (IPFS) that employs a distributed hash table (DHT) with a block exchange and namespace methodology. The DHT enables efficient content-addressable storage, where data is identified by cryptographic hashes rather than location-based addresses. The block exchange mechanism facilitates peer-to-peer data transfer, while the namespace methodology organizes and retrieves data across distributed nodes. The system ensures resilience against network disruptions and device failures by leveraging redundancy and decentralized storage. This approach is particularly useful for applications requiring robust data persistence in environments with intermittent connectivity, such as deep-space missions or remote sensor networks. The method enhances data availability and integrity by distributing objects across multiple nodes, allowing retrieval even if some nodes are offline. The invention improves upon traditional centralized storage systems by eliminating single points of failure and optimizing performance in unreliable network conditions.
13. An article of manufacture comprising a non-transitory processor-readable storage medium having stored therein program code of one or more software programs, wherein the program code, when executed by one or more processing devices operatively connected to a geographically-distributed processing platform, causes the one or more processing devices to perform steps of: obtaining original content in an original language; generating a language-neutral representation of the original content; generating a first object comprising the language-neutral representation of the original content and at least one valuation algorithm, wherein the at least one valuation algorithm is configured to perform content valuation; generating a cryptographic hash value of the first object; translating the language-neutral representation of the original content into translated content in a translated language; modifying the translated content; generating a second object comprising the modified translated content; generating a cryptographic hash value of the second object of the modified translated content; linking the second object to the first object; and storing the first object and the second object for access using the respective cryptographic hash values.
This invention relates to a system for processing and valuing multilingual content in a distributed computing environment. The problem addressed is the need to preserve the integrity and value of content across different languages while enabling modifications and ensuring traceability. The solution involves creating a language-neutral representation of original content, which is then used to generate a first digital object containing both the representation and a valuation algorithm. A cryptographic hash of this object is created to ensure data integrity. The language-neutral representation is then translated into a target language, modified, and stored as a second digital object with its own cryptographic hash. The two objects are linked, allowing the modified translated content to be traced back to the original. This approach ensures that content valuation remains consistent across languages while maintaining a verifiable record of changes. The system leverages distributed processing platforms to handle the computational tasks, making it scalable for large-scale content management applications. The use of cryptographic hashing provides tamper-evident storage, ensuring the authenticity and integrity of both the original and modified content.
14. The article of claim 13 , wherein the steps performed by the one or more processing devices further comprise: linking the translated content to the first object using the cryptographic hash value of the first object.
This invention relates to a system for securely linking translated content to digital objects using cryptographic hashing. The problem addressed is ensuring the integrity and traceability of translated content in digital environments, where translations may be altered or disconnected from their original source. The system involves a processing device that generates a cryptographic hash value of a first digital object, such as a document, image, or multimedia file. The processing device then translates the content of the first object into a second language, producing translated content. The translated content is stored as a second digital object. To maintain a secure link between the original and translated content, the system embeds the cryptographic hash value of the first object into the second object. This ensures that any tampering with the original object will invalidate the link, providing a verifiable connection between the two objects. The system may also include additional steps such as generating a cryptographic hash value of the second object and storing metadata associated with the translation process, such as timestamps or translator identities. The secure linking mechanism allows for auditable and tamper-evident translations, which is particularly useful in legal, financial, or regulatory contexts where content integrity is critical.
15. The article of claim 14 , wherein the steps performed by the one or more processing devices further comprise: performing content valuation on the translated content using the at least one valuation algorithm in the first object; generating a transaction representing execution of the content valuation on the translated content; and storing the transaction on a distributed ledger.
This invention relates to a system for processing and valuing translated content using distributed ledger technology. The system addresses the challenge of securely and transparently evaluating the value of translated content in a decentralized manner. The invention involves a processing device that receives translated content and performs content valuation using at least one valuation algorithm. The valuation process generates a transaction representing the execution of the content valuation, which is then stored on a distributed ledger. This ensures an immutable and verifiable record of the valuation. The system may also include steps for generating a content object containing the translated content and the valuation algorithm, as well as steps for executing the valuation algorithm on the translated content. The distributed ledger provides a tamper-proof record of the valuation, enhancing trust and accountability in content valuation processes. The invention is particularly useful in applications where transparency and security in content valuation are critical, such as in digital media, intellectual property management, or financial transactions involving translated content.
16. The article of claim 13 , wherein storing the first object and the second object comprises storing the first object and the second object in an Interplanetary File System utilizing a distributed hash table with a block exchange and namespace methodology that operates across disparate devices and unreliable networks.
This invention relates to distributed data storage systems, specifically addressing challenges in storing and retrieving objects across unreliable networks and disparate devices. The system stores a first object and a second object in an Interplanetary File System (IPFS), which employs a distributed hash table (DHT) with a block exchange and namespace methodology. The DHT enables decentralized data lookup and retrieval, while the block exchange mechanism facilitates efficient data transfer. The namespace methodology organizes and references objects within the system, ensuring consistency and accessibility. The system operates across unreliable networks, where connections may be intermittent or slow, and disparate devices, which may have varying hardware and software configurations. By leveraging IPFS, the system ensures data persistence, redundancy, and availability even in challenging network conditions. The stored objects can be retrieved by other devices in the network using the DHT, which maps object identifiers to their locations. The block exchange mechanism allows for partial or incremental data transfers, reducing bandwidth usage and improving efficiency. The namespace methodology provides a structured way to reference and manage objects, enabling seamless integration with other systems and applications. This approach enhances data sharing and collaboration in environments where traditional centralized storage solutions are impractical.
17. A system comprising one or more processing devices operatively connected to a geographically-distributed processing platform, the one or more processing devices configured to: obtain original content in an original language; generate a language-neutral representation of the original content; generate a first object comprising the language-neutral representation of the original content and at least one valuation algorithm, wherein the at least one valuation algorithm is configured to perform content valuation; generate a cryptographic hash value of the first object; translate the language-neutral representation of the original content into translated content in a translated language; modify the translated content; generate a second object comprising the modified translated content; generate a cryptographic hash value of the second object of the modified translated content; link the second object to the first object; and store the first object and the second object for access using the respective cryptographic hash values.
This invention relates to a system for processing and valuing multilingual content in a distributed computing environment. The system addresses the challenge of preserving the integrity and value of content across languages while enabling modifications and tracking changes. The system includes one or more processing devices connected to a geographically-distributed processing platform. The devices obtain original content in an original language and generate a language-neutral representation, which abstracts the content from its linguistic form. This representation is combined with at least one valuation algorithm into a first object, where the algorithm assesses the content's value. A cryptographic hash of this object is generated for verification. The language-neutral representation is then translated into a translated language, and the translated content is modified. The modified content is stored as a second object, with its own cryptographic hash. The second object is linked to the first object, creating a traceable relationship between the original and modified content. Both objects are stored and accessible via their respective hash values, ensuring tamper-proof tracking of content evolution and valuation. This system enables secure, distributed processing of multilingual content while maintaining provenance and value assessment.
18. The system of claim 17 , wherein the one or more processing devices are further configured to: link the translated content to the first object using the cryptographic hash value of the first object.
This invention relates to a system for securely linking translated content to digital objects using cryptographic hashing. The system addresses the challenge of maintaining the integrity and traceability of translated content in digital environments, ensuring that translations remain accurately associated with their original objects even as they are distributed or modified. The system includes one or more processing devices configured to generate a cryptographic hash value for a first digital object, such as a document, image, or multimedia file. The processing devices then translate the content of the first object into a second language, producing translated content. The system further links this translated content to the original object using the cryptographic hash value, ensuring that the translation is cryptographically verifiable and tamper-evident. This linkage allows users to confirm that the translated content corresponds to the original object, preventing unauthorized modifications or misattributions. The system may also include additional features, such as generating a second cryptographic hash value for the translated content and storing both hash values in a distributed ledger or blockchain to enhance security and transparency. This ensures that any changes to the original or translated content can be detected and verified. The system is particularly useful in applications requiring high levels of trust, such as legal, medical, or financial documentation, where accurate and verifiable translations are critical.
19. The system of claim 18 , wherein the one or more processing devices are further configured to: perform content valuation on the translated content using the at least one valuation algorithm in the first object; generate a transaction representing execution of the content valuation on the translated content; and store the transaction on a distributed ledger.
This invention relates to a system for processing and valuing digital content using distributed ledger technology. The system addresses the challenge of securely and transparently evaluating the value of translated digital content, ensuring traceability and immutability of valuation records. The system includes one or more processing devices configured to translate digital content from a source language to a target language using translation algorithms stored in a first object. The system further performs content valuation on the translated content using valuation algorithms also stored in the first object. After valuation, the system generates a transaction representing the execution of the content valuation and stores this transaction on a distributed ledger, such as a blockchain. This ensures that the valuation process is recorded in a tamper-proof manner, providing a verifiable history of the content's value assessment. The distributed ledger storage mechanism enhances trust and accountability in content valuation, particularly in applications where transparency and auditability are critical, such as intellectual property management, digital rights licensing, or automated content pricing. The system may also include additional features, such as generating a second object containing the translated content and its valuation metadata, which can be used for further processing or verification. The use of a distributed ledger ensures that all valuation transactions are securely recorded and can be independently verified by authorized parties.
20. The system of claim 17 , wherein storing the first object and the second object comprises storing the first object and the second object in an Interplanetary File System utilizing a distributed hash table with a block exchange and namespace methodology that operates across disparate devices and unreliable networks.
This invention relates to a distributed storage system designed for use across unreliable networks, particularly in environments with intermittent connectivity, such as interplanetary or remote terrestrial networks. The system addresses the challenge of reliably storing and retrieving data objects in decentralized, disconnected, or low-bandwidth conditions by leveraging a distributed hash table (DHT) combined with a block exchange and namespace methodology. The system stores data objects, such as the first and second objects, in an Interplanetary File System (IPFS) or similar decentralized storage network. The DHT enables efficient object lookup and retrieval by mapping object identifiers to their storage locations across multiple devices. The block exchange mechanism allows for the transfer of data in smaller, manageable chunks, reducing the impact of network disruptions. The namespace methodology organizes objects hierarchically, ensuring consistent addressing even when devices are offline or disconnected. The system is designed to operate across disparate devices, including those with varying hardware capabilities and network conditions. By using a distributed approach, it ensures data redundancy and availability, even in the presence of node failures or network partitions. The combination of DHT, block exchange, and namespace management enables robust data storage and retrieval in challenging network environments.
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January 24, 2019
February 22, 2022
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